from IPython.core.interactiveshell import InteractiveShell InteractiveShell.ast_node_interactivity = "all"

kaggle

Basic libraries

• sudo apt-get update
• sudo apt-get install python-pip
• sudo pip install --upgrade pip
• sudo pip install --upgrade setuptools
• sudo pip install python-dev build-essential build-essential python-dev python-setuptools python-numpy python-scipy libatlas-base-dev python-matplotlib
• sudo pip install lynx htop git
• sudo pip install scikit-learn future jupyter jupyter_contrib_nbextensions yapf pandas seaborn hyperopt lightgbm tensorflow keras

Scikit-learn

• sudo pip install scikit-learn

• sudo pip install cython

• sudo git clone https://github.com/scikit-learn/scikit-learn.git

• cd scikit-learn

• sudo python setup.py build

• sudo python setup.py install

• cd ..

Jupyter

• sudo pip install jupyter yapf
• sudo pip install jupyter_contrib_nbextensions
• sudo jupyter contrib nbextension install
• Run Jupyter using below command (password: abhi) jupyter notebook --NotebookApp.allow_origin="0.0.0.0" --NotebookApp.port=9999 --NotebookApp.ip="0.0.0.0" --NotebookApp.password="sha1:927beb7a0a27:d988c1cc9e0f9103df4ea7b98eeb95346f024e61"

1. openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout mykey.key -out mycert.pem
2. jupyter notebook --generate-config
3. jupyter notebook password
4. nano ~/.jupyter/jupyter_notebook_config.json with below configurations

{
  "NotebookApp": {
    "password": "sha1:bbd262748b3b:e28e5c7846dc72a7a07b67096e1938711dca37d7",
    # "certfile": "/home/ubuntu/mycert.pem", # required for https
    # "keyfile": "/home/ubuntu/mykey.key", # required for https
    "ip": "*",
    "port": 9999,
    "allow_origin": "*",
    "open_borwser": false
  }
}

5. nohup jupyter notebook &

XgBoost

• git clone --recursive https://github.com/dmlc/xgboost
• cd xgboost; make -j4
• cd python-package; sudo python setup.py install

pandas

• pip install pandas
• sudo apt-get install python-tables

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sudo apt-get install -y tightvncserver

sudo apt-get install -y xfce4 xfce4-goodies

sudo apt-get install autocutsel

autocutsel -s PRIMARY -fork

Add line in ~/.vnc/tightvncconfig or use in terminal in VNC Viewer : autocutsel -fork

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Matlab on server : http://stackoverflow.com/questions/4931376/generating-matplotlib-graphs-without-a-running-x-server

import matplotlib as mpl;mpl.use('Agg');import matplotlib.pyplot as plt

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Dropbox-Uploader : git clone https://github.com/andreafabrizi/Dropbox-Uploader/

cd Dropbox-Uploader/

chmod +x dropbox_uploader.sh

./dropbox_uploader.sh

Provide full access while creating and configuring app and then use following command to upload

Dropbox-Uploader/dropbox_uploader.sh upload * /*

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sudo apt-get -y install r-base

http://www.csie.ntu.edu.tw/~cjlin/cgi-bin/libmf.cgi?+http://www.csie.ntu.edu.tw/~cjlin/libmf+zip

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sudo apt-get install libboost-program-options-dev libboost-python-dev libtool

git clone git://github.com/JohnLangford/vowpal_wabbit.git

cd vowpal_wabbit

./autogen.sh

./configure

make